Triple

T9319074
Position Surface form Disambiguated ID Type / Status
Subject Palaungic languages E224199 entity
Predicate associatedWithEthnicGroup P194 FINISHED
Object Angkuic peoples
The Angkuic peoples are a collection of closely related ethnic groups in mainland Southeast Asia who speak Angkuic branches of the Palaungic languages and maintain distinct highland cultural traditions.
E889376 NE FINISHED

How this triple was built (4 steps)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

NER Named-entity recognition gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Angkuic peoples | Statement: [Palaungic languages, associatedWithEthnicGroup, Angkuic peoples]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Angkuic peoples
Context triple: [Palaungic languages, associatedWithEthnicGroup, Angkuic peoples]
  • A. Tani peoples
    The Tani peoples are a group of indigenous communities of Arunachal Pradesh and surrounding regions in Northeast India, known for their shared Tibeto-Burman linguistic heritage and distinct cultural traditions.
  • B. Kayan people
    The Kayan people are an indigenous Dayak ethnic group of Borneo known for their riverine longhouse communities, elaborate body art, and rich oral traditions.
  • C. Kunama people
    The Kunama people are an indigenous ethnic group of the Horn of Africa, known for their distinct Nilo-Saharan language and traditional agro-pastoral lifestyle.
  • D. Kaidipang people
    The Kaidipang people are an indigenous ethnic group of North Sulawesi, Indonesia, with their own distinct Austronesian language and cultural traditions.
  • E. Ngaju people
    The Ngaju people are an indigenous Dayak ethnic group of central Kalimantan, Borneo, known for their rich river-based culture, traditional longhouses, and elaborate secondary burial rituals.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Angkuic peoples
Triple: [Palaungic languages, associatedWithEthnicGroup, Angkuic peoples]
Generated description
The Angkuic peoples are a collection of closely related ethnic groups in mainland Southeast Asia who speak Angkuic branches of the Palaungic languages and maintain distinct highland cultural traditions.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Angkuic peoples
Target entity description: The Angkuic peoples are a collection of closely related ethnic groups in mainland Southeast Asia who speak Angkuic branches of the Palaungic languages and maintain distinct highland cultural traditions.
  • A. Tani peoples
    The Tani peoples are a group of indigenous communities of Arunachal Pradesh and surrounding regions in Northeast India, known for their shared Tibeto-Burman linguistic heritage and distinct cultural traditions.
  • B. Kayan people
    The Kayan people are an indigenous Dayak ethnic group of Borneo known for their riverine longhouse communities, elaborate body art, and rich oral traditions.
  • C. Kunama people
    The Kunama people are an indigenous ethnic group of the Horn of Africa, known for their distinct Nilo-Saharan language and traditional agro-pastoral lifestyle.
  • D. Kaidipang people
    The Kaidipang people are an indigenous ethnic group of North Sulawesi, Indonesia, with their own distinct Austronesian language and cultural traditions.
  • E. Ngaju people
    The Ngaju people are an indigenous Dayak ethnic group of central Kalimantan, Borneo, known for their rich river-based culture, traditional longhouses, and elaborate secondary burial rituals.
  • F. None of above. chosen

Provenance (5 batches)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step Stage Batch ID Status When
creating Elicitation batch_69ca8426d48481909596360f7791c7dd completed March 30, 2026, 2:09 p.m.
NER Named-entity recognition batch_69cd358c7d348190a10fd8670d7756f5 completed April 1, 2026, 3:11 p.m.
NED1 Entity disambiguation (via context triple) batch_69deafff4b8c819099d47b48773c3629 completed April 14, 2026, 9:22 p.m.
NEDg Description generation batch_69dec2534728819095b3693120772da9 completed April 14, 2026, 10:40 p.m.
NED2 Entity disambiguation (via description) batch_69dec79b1b548190a74312284f98551c completed April 14, 2026, 11:02 p.m.
Created at: March 30, 2026, 7:38 p.m.